The lawyer had called, a polite inquiry about a sealed letter left in his father's will. Isabella had never met the man who'd written it. Her father had always been tight-lipped about his past, particularly about the year he spent away from his family. Now, she held a creamy envelope, its edges softened by time, bearing an unfamiliar name. Her hands felt clumsy, as if they didn't belong to her.

She retreated to the kitchen, the sunlight streaming through the window making the dust motes dance. She slowly tore open the envelope. The letter, penned in a delicate hand, spoke of a woman, a betrayal, and a secret that had haunted her father's life. Isabella gasped. Her eyes blurred. She dropped the letter and pressed her palms against the cool surface of the kitchen counter. Everything in the room seemed to spin.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244